Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | accuracy | roc_auc | boyce_cont | brier_class | tss_max |
|---|---|---|---|---|---|
| rf | 0.8301887 | 0.9206349 | 0.6882980 | 0.1174493 | 0.7730159 |
| bt | 0.8396226 | 0.9202381 | 0.8145029 | 0.1214586 | 0.7738095 |
| maxnet | 0.8396226 | 0.9075397 | 0.8972615 | 0.1211369 | 0.7444444 |
| gam | 0.8018868 | 0.8742063 | 0.8544495 | 0.1318490 | 0.6468254 |
| glm | 0.7924528 | 0.8678571 | 0.8289011 | 0.1456031 | 0.5920635 |